A streaming clustering approach using a heterogeneous system for big data analysis.
Dajung LeeAlric AlthoffDustin RichmondRyan KastnerPublished in: ICCAD (2017)
Keyphrases
- data analysis
- cluster analysis
- big data
- clustering algorithm
- clustering method
- data processing
- clustering analysis
- high dimensional data
- data streams
- data mining
- exploratory analysis
- k means
- hierarchical clustering
- data exploration
- graph theoretic
- real time
- data points
- business intelligence
- unsupervised learning
- data collection
- data clustering
- data objects
- pattern discovery
- life sciences
- multi dimensional data
- outlier detection
- data reduction
- categorical data
- spectral clustering
- document clustering
- knowledge discovery
- feature space
- data sets